PROGRAMMING COURSES
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- Probability and Statistics
- Introduction to Statistical Analysis
- Counting, Probability, and Probability Distributions
- Sampling Distributions
- Estimation and Hypothesis Testing
- Scatter Diagram
- ANOVA and Chisquare
- Imputation Techniques
- Data Cleaning
- Correlation and Regression
- Data Analytics Overview
- Importance of Data Analytics
- Types of Data Analytics
- Descriptive Analytics
- Diagnostic Analytics
- Predictive Analytics
- Prescriptive Analytics
- Benefits of Data Analytics
- Data Visualization for Decision Making
- Data Types, Central Tendency Measures, and Dispersion Measures
- Graphical Techniques, Skewness & Kurtosis, Box Plo
- Descriptive Stats
- Sampling Funnel
- Sampling Variation
- Central Limit Theorem
- Central Limit Theorem
- Teamwork in Business
- The foundations of Business
- Ethics and Social responsibility
- Structuring organizations
- Motivating Employees
- Managing Human resources
- Economics of Business
- Operations Management
- Natural language basics
- Processing and understanding text
- Text Summarization
- Text similarity and Clustering
- Text classification
- Semantic and Sentiment analysis
- Survey Sampling
- Observational result
- Statistical Techniques
- Analysis of Unstructured Data
- Extracting and Presenting Statistics
- Data visualization’s principal subjects include:
- Java
- CSS
- Customized geographic map
- Creation of Bar Chart
- Scatter Plot
- Data Analysis Process
- Data Analysis Process
- Copying Name using Formula Autocomplete
- Range Name Syntax Rules
- Creating Range Names
- Creating Names for Constants
- Managing Names
- Scope of a Name
- Editing Names
- Applying Names
- Using Names in a Formula
- Viewing Names in a Workbook
- Copying Formulas with Names
- Difference between Tables and Ranges
- Create Table
- Table Name
- Managing Names in a Table
- Table Headers replacing Column Letters
- Propagation of a Formula in a Table
- Resize Table
- Remove Duplicates
- Convert to Range
- Table Style Options
- Table Styles
- Cleaning Data with Text Functions
- Removing Unwanted Characters from Text
- Extracting Data Values from Text
- Formatting Data with Text Functions
- Date Formats
- Conditional Formatting
- Sorting
- Filtering
- Lookup Functions
- Pivoting
